Information & Management

Article	Citations
Encoding consumer interests into product snippets with a multi-criteria genetic optimization approach	650
The Goldilocks question: How optimal length and answerer match boost reader payments on paid Q&A platforms	146
Corrigendum to “Does the industrial big data environment matter? An evaluation of its effect on the production performance” [Information & Management 62 (2025) 104159]	133
Answers are wanted: The role of bounty amount and temporal scarcity in knowledge contribution	126
Who cares if we get hacked? The development and testing of a measure of information security apathy	118
Exploring the discourse on digital transformation in nonprofit organizations	115
Speciesism toward AI: The mechanism of AI affection expression on user satisfaction	115
Actively open-minded thinking is key to combating fake news: A multimethod study	98
Blockchain-driven decentralized identity management: An interdisciplinary review and research agenda	95
The Impact of Linguistic Complexity on Leadership in Online Q&A communities: Comparing Knowledge Shaping and Knowledge Adding	83
Trust in physicians across generations: The role of internet use in reshaping physician–patient relationships	82
The puzzle of experience vs. memory: Peak-end theory and strategic gamification design in M-commerce	74
The impact of value homophily, rational and emotional persuasion on information passing of social media advertisements: A model comparison approach	73
Editorial Board	72
Social commerce model for business outcomes: Validated structure–conduct–outcome framework using mixed methods design	72
Patient privacy protection: Generating available medical treatment plans based on federated learning and CBR	71
Healthier together: Social support, self-regulation and goal management for chronic conditions in online health communities	67
Resilience through an online platform: Evidence from airbnb and hotels	66
GAI identity threat: When and why do individuals feel threatened?	65
Towards new frontiers: How attainment discrepancy affects exploratory behavior in crowdfunding	64
Editorial Board	64
Does additional audio really work? A study on users' cognitive behavior with audio-visual dual-channel in panoramic digital museum	62
Data avatars: A theory-guided design and assessment for multidimensional data visualization	62
Digital detox: A theoretical framework and future research directions for Information Systems	61
Becoming agile together: Customer influence on agile adoption within commissioned software teams	59

Why we cannot stop repetitive scrolling on short-form video apps: The roles of content types and recommendation systems	52
Visibility of knowledge in social media: Conceptualization and instrument development	52
Collaborative online shopping with virtual reality: An explorative investigation using fNIRS-based hyperscanning	51
What translates big data into business value? A meta-analysis of the impacts of business analytics on firm performance	51
Can digitalization drive corporate transparency? Exploring the impact of digital transformation on information disclosure quality	50
Signal startup quality in syndicate equity crowdfunding: The effect of lead investors’ network centrality and reputation	50
Value co-creation for digital innovation: An interorganizational boundary-spanning perspective	50
Theoretical and practical applications of blockchain in healthcare information management	49
Keep scrolling: An investigation of short video users’ continuous watching behavior	48
Not all innovations are the same: Exploring employees’ ambidextrous innovation behavior in enterprise collaboration platforms	48
How to strategically respond to online hotel reviews: A strategy-aware deep learning approach	47
Leveraging the metaverse ecosystem: How institutional factors, adoption of metaverse-related technologies, and absorptive capacity drive performance in high-tech small and medium-sized enterprises	45
Editorial Board	45
The Human Firewall: Investigating the Impact of Chronic Motivational Orientation, Message Framing, and Cognitive Constraints on Phishing Detection	45
Next output is better? Overgeneration effect in generative artificial intelligence interaction	44
The impacts of live chat on service–product purchase: Evidence from a large online outsourcing platform	44
An enhanced governance measure for deep synthesis applications: Addressing the moderating effect of moral sensitivity through message framing	42
Ethical consumerism, supply chains, and deceptions with RFID-based systems	41
An ensemble deep learning model for fast classification of Twitter spam	41
Balancing the commitment to the common good and the protection of personal privacy: Consumer adoption of sustainable, smart connected cars	41
The golden-mean fallacy: A medium-attractiveness face predicts less funding on a crowdfunding platform	39
Impact of artificial intelligence (AI) on operational performance: The role of dynamic capabilities	38
The bright side of emotional extremity: Evidence from tipping in live streaming platform	37
An integrated model of ambivalence and deterrence of bystander inaction in delegitimizing doxing	37
Examining how emotions affect online audience retention: Empirical evidence from livestreaming electronic commerce platforms	35
Online-to-Offline Platforms: Examining the Effects of Demand-Side Usage on Supply-Side Decisions	34
The platform's store-brand supplier selection and quality information provision decisions	33
Digital human resource strategy: Conceptualization, theoretical development, and an empirical examination of its impact on firm performance	32
The power of prediction with Google searches and social media posts: Retail investor interest and IPO pricing	32
Toward a campus crisis management system amid the pandemic and beyond	32
When carrots and sticks meet: A mixed-methods study on internet taxi drivers’ job engagement in the IT-driven sharing economy	32
Socio-technical investigation of cyberbullying among adults: A qualitative content analysis of the legal responses to a complex social problem	31
Does centralization of online content regulation affect political hate speech in a country? A public choice perspective	31
The information processing of fake news: How intervention order influences perception over time	31
Can data analytics raise marketing agility?-A sense-and-respond perspective	30
How does business-IT alignment influence supply chain resilience?	30
Bias in online reviews: The roles played by consumers and products in reviewing online games	30
Online consumer demand during and after natural disasters: Evidence from the COVID-19 pandemic	30
The diffusion of malicious content on Twitter and its impact on security	29
Click-through rate prediction with multi-behavior sequences and shared interest learning	28
Effects of information technology platforms and governance on relational value creation in digital supply chains	28
Capturing the self-others dichotomy of social media use: Affordances-actualizations-outcomes model	28
Momentum effects in crowdsourcing contest platforms	28
Capabilities and metrics in DevOps: A design science study	27
Uncovering the dual influence processes for click-through intention in the mobile social platform: An elaboration likelihood model perspective	27
Information disclosure and blockchain technology adoption strategy for competing platforms	27
VISTA: An inclusive insider threat taxonomy, with mitigation strategies	26
Incumbent business ecosystems in the face of new entry: An event study of Google's autonomous car announcement	26
Antecedents and consequences of data breaches: A systematic review	26
Examining the case of French hesitancy toward IDaaS solutions: Technical and social contextual factors of the organizational IDaaS privacy calculus	26

Blockchain technology for bridging trust, traceability and transparency in circular supply chain	26
The impact of generative artificial intelligence on software development performance: a study based on the theory of technology dominance	25
The persuasive art of linguistics: an empirical study of project narration and donors’ contributions in the online charitable crowdfunding market	25
Toward multilevel research on private information disclosure: A systematic review and future agenda	24
Impact of mobile technology-enabled HR gamification on employee performance: An empirical investigation	23
Human–Machine Collaboration and Algorithmic Decision-Making: The Role of Organizational Incentives and AI Capabilities	23
The impact of physicians’ value co-creation behavior on their online performance in intelligent collaborative healthcare	23
How do live-streaming platforms facilitate persuasion in political campaigns? Theory and empirical evidence from the perspective of affordance actualization	23
From comparison to purchasing: Effects of online behavior toward associated co-visited products on consumer purchase	23
How social learning drives customer engagement in short video commerce: An attitude transfer perspective	23
The flight of women from the information technology profession: nuances and global perspectives	23
Editorial Board	22
Leveraging spillover effects of ambulatory electronic health records to manage inpatient costs at hospitals: The role of health information sharing	22
Do mobile device icons help or hurt? Evidence from empirical analyses and design via interpretable machine learning	22
Are real-time volunteer apps really helping visually impaired people? A social justice perspective	22
What makes video gaming productive or addictive? Differential effect of self-determined motivation and need frustration on adolescents’ video gaming	22
How do crowdfunding models impact crowdfunding performance? The mediating role of backers’ ambiguity and herding effects	21
How does buffering-bridging alignment influence supply chain resilience? A polynomial regression analysis	21
Why do some watch while others donate? An S-O-R Perspective of live streaming engagement	21
The duality of ICT-mediated overload: Its nature and consequences	21
Exploring liminal experience of entrepreneurs in information and communication technology innovation in underdeveloped regions	21
The relative values of big data analytics versus traditional marketing analytics to firm innovation: An empirical study	21
Same technostress situation but different responses: A trait activation theoretical perspective on IT mindfulness in remote work	21
A reliability-enhanced deep ensemble learning framework for recommendation	21
Will I regret not buying? Unpacking the dual pathways of anticipated regret that influence online impulsive buying	20
What Roles Does Leadership Play in Navigating Team Faultlines: An Empirical Study from an Online Learning Platform	20
The “holiday effect” in consumer satisfaction: Evidence from review ratings	20
Big Data analytics for sustainability: Insight through technological innovation	20
Robo-advisors and investment intention: A perspective of value-based adoption	20
Editorial Board	20
A collective portfolio selection approach for investment clubs	19
Navigating digital turbulence and seizing new possibilities: Special issue from the Pacific Asia Conference on Information Systems	19
Entrepreneurial emotional bias from mass shootings: Evidence from Kickstarter	19
How to attract low prosocial funders in crowdfunding? Matching among funders, project descriptions, and platform types	19
From emotion to reflection: leveraging EmotionPrompt strategy to empower self-determination in decision-making with generative artificial intelligence	19
Editorial Board	19
Knowledge sharing leads to engagement during Covid-19 for online gamers	19
The dark side of virtual status systems: Exploring the impact of status loss on user engagement	18
“What I’ve received doesn’t match what I saw online”: Effects of purchase-risk notices on reducing online returns	18
Escape or return? Users’ intermittent discontinuance behavior in strong-ties social functions	18
When do Employees Perceive Technology as Stressful? A Meta-Analysis of work-related Technostress Antecedents	18
Exploring the influence of gamification-enabled customer experience on continuance intention towards digital platforms for e-government: An empirical investigation	18
Fighting for the status quo: Threat to tech self-esteem and opposition to competing smartphones	17
Does the industrial big data environment matter? An evaluation of its effect on the production performance	17
Factors influencing health care professionals’ adoption of mobile platform of medical and senior care in China	17
Impact of online information on the pricing and profits of firms with different levels of brand reputation	17
Good becomes better? Temporarily acquired virtual badges and the signaling effects on online healthcare platforms	17
I'm not fluent: How linguistic fluency, new media literacy, and personality traits influence fake news engagement behavior on social media	17
How have firms transformed and executed IT-enabled remote work initiatives during the COVID-19 pandemic? Conceptualization and empirical evidence from Spain	17
Designing crowdsolving Ba: A closer look at the features of crowdsolving platforms to manage organizational knowledge	17
Trolling in social media: A deindividuation and contagion perspective	17
Investigating employees’ occupational risks and benefits resulting from artificial intelligence: An empirical analysis	17
Leveraging structural IT capabilities to promote novelty and efficiency in business model design: A knowledge-based view	17
Shopping through mobile augmented reality: The impacts of AR embedding and embodiment attributes on consumer-based brand equity	17
Impact of original versus reposted social endorsements on content consumption: The moderating role of Endorsers’ network characteristics	17
What makes a Tweet so sweet: The neurocognitive effects of hedonic information consumption	16
Fake news believability: The effects of political beliefs and espoused cultural values	16
Understanding how algorithmic injustice leads to making discriminatory decisions: An obedience to authority perspective	16
Suspicious trading in nonfungible tokens (NFTs)	16
Value co-creation in a digital ecosystem: Exploring autonomous co-creation in a digital influencer ecosystem	16
How does supplier integration influence supply chain robustness and resilience? The moderating roles of information technology agility and managerial ties	16
Investigating the effects of clickbait on user engagement in health communication: A mixed-method study	15
Turning digital in times of crisis: A values-based theory of telehealth adoption during the Covid-19 pandemic	15
The dark side of crowdsourcing of complex tasks: A systematic literature review	15
Unraveling the behavioral influence of social media on phishing susceptibility: A Personality-Habit-Information Processing model	15
Adapting mental health needs analysis activities to online and hybrid methods: Lessons learned during Covid-19	15
Corrigendum to “Lower than expected but still willing to use: User acceptance toward current intelligent conversational agents” [Information & Management Volume 61 issue 8(2024) 104033]	15
Estimating networks of sustainable development goals	15
How do consumers perceive and process online overall vs. individual text-based reviews? Behavioral and eye-tracking evidence	14
Identification of Travel Styles by Learning from Consumer-generated Images in Online Travel Communities	14
Factors influencing seniors’ switching to m-government services: A mixed-methods study through the lens of push-pull-mooring framework	14
Effect of linguistic disfluency on consumer satisfaction: Evidence from an online knowledge payment platform	14
A theoretical perspective on organizational culture and digitalization	14
Employee Participation in Digital Transformation: From Digitalization Sentiment to Transformation Predisposition	14
The marketing effects of live streaming in online marketplaces	14
Detecting fake news on social media: a novel uncertainty-aware machine-crowd hybrid-intelligence-based method	14
Examining the impacts of fitness app features on user well-being	14
Unveiling the underlying cognitive processes of creative idea generation using mobile collaboration platforms	14
Streaming together: Unraveling social experiences in social live streaming services	13
Seeking decision-making performance: Examining the role of E-commerce capability, digital business intensity, and organizational agility	13

Token fraud identification and implications for post-crowdfunding performance	13
The impact of ambidexterity on bid-winning performance: Evidence from an online crowdsourcing platform	13
Higher Price: A Benefit of Online Value Co-Creation Activities in Sponsored Communities	13
How to react to a shock? Effects of Airbnb hosts’ choices and market segmentation at the time of Covid-19	13
Fostering information security compliance as organizational citizenship behavior	13
Disrupting the disruptor: The role of information systems in facilitating second-mover advantage	13
The value of teamwork: evidence from crowdsourcing contests	12
AIoT-enabled smart surveillance for personal data digitalization: Contextual personalization-privacy paradox in smart home	12
In-game content purchase motivations (IGCPMs): Conceptualization, scale development, and validation	12
Increasing immersive virtual reality platform loyalty: The role of embodiment	12
More than watching: An empirical and experimental examination on the impacts of live streaming user-generated video consumption	12
Identifying the peripheral cues in the credibility assessment of online health information	12
A new exploration of signaling theory in social commerce facilitated cross-border retailing: A four-stage approach	12
Editorial Board	12
Data Matters: A Strategic Action Framework for Data Governance	12
Effect of blockchain-based donation system on trustworthiness of NPOs	11
Breaking bad habits: A field experiment about how routinized work practices can be made more eco-efficient through IS for sensemaking	11
People analytics, trust erosion and intention to leave: the role of information asymmetry	11
Enabling digital transformation: Organizational implementation of the internet of things	11
Facilitating the comprehension of business process models for unexperienced modelers using token-based animations	11
Examining the evolving influence of early-stage team context on individuals’ IS usage over time during implementation	11
Impulse buying in live streaming commerce: A literature review and research agenda	11
Topic diversity and review usefulness: A text-based analysis	11
Do cryptocurrency rewards improve platform valuations?	11
Me versus we: How group detachment and social presence shape integration strategies in short-term technology-mediated groups	11
When emotions don’t match: Effects of multimodal emotional misalignment in virtual streamers on viewer engagement	11
An attractive proposition? Persuading retail consumers to prefer reward-based crowdfunding for owning upcoming technologies	11
Effect of writing style on social support in online health communities: A theoretical linguistic analysis framework	11
Editorial Board	10
Role of users’ status quo on continuance intentions	10
Social Media Advertising through Private Messages and Public Feeds: A Congruency Effect between Communication Channels and Advertising Appeals	10
Market value and environmental performance of carbon management systems: An international investigation	10
Advertising green products on brands’ official social media accounts or mega-influencer accounts?	10
Editorial Board	10
Understanding critical risks of business process outsourcing from the vendor perspective: A dyadic comparison Delphi study	10
Can B2B online communities reduce enterprises’ default behavior༟—— From social network perspective	10
Words Matter When Gangs Cyberbang: Predicting Imminent Urban Violence from Gang Members’ Social Media Posts	10
Disentangling the impact of bidding price on advertising performance in E-commerce search advertising: The moderating role of product competitiveness	10
Green IT/IS adoption and environmental performance: The synergistic roles of IT–business strategic alignment and environmental motivation	10
Competing on price and guarantee compensation: Heeding cloud consumer's quality perception	9
Understanding the postadoption use of gamified learning systems against the conflicting role of the game layer	9
Strategic business value from big data analytics: An empirical analysis of the mediating effects of value creation mechanisms	9
How Embeddedness Influences IT-Induced Work–Home Boundary Reduction, Work–Home Conflict, and Job Outcomes	9
Case-based learning for cybersecurity leaders: A systematic review and research agenda	9
Big gains in digital ecosystem niches: How facilitators emerge and develop into an organizational category	9
Editorial Board	9
E-participation and corruption: Unravelling the role of power dynamics and disinformation	9
In whose bed shall I sleep tonight? The impact of transaction-specific versus partner-specific information on pricing on a sharing platform	9
When digital technologies meet lean production: A socio-technical system perspective for operational efficiency and innovativeness	8
Agile systems development: Privacy theoretical lens to challenge the full information disclosure paradigm.	8
How to enhance antiphishing training performance? The roles of performance facilitators and message-specific coping responses	8
Do women and men click differently? Mobile devices mitigate gender differences in online dating	8
Ranking hotel products by integrating online ratings from multiple platforms	8
Editorial Board	8
To shine or not to shine: Startup success prediction by exploiting technological and venture-capital-related features	8
Asymmetric cross-side network effects on online knowledge-sharing platforms and the role of platform recommendations	8
Product information and green consumption: An integrated perspective of regulatory focus, self-construal, and temporal distance	8
Leveraging synergy to drive digital transformation: A systems-theoretic perspective	8
Dissemination of health messages in online social network: A study of healthcare providers’ content generation and dissemination on Twitter	8
The impact of IT–business strategic alignment on firm performance: The evolving role of IT in industries	8
Investigating the impacts of fundraisers’ self-donations on donors’ contribution in charitable crowdfunding: A warm glow perspective	8
How does the number of attribute ratings affect a product’s overall rating? Evidence from Tripadvisor	8
Pseudo-community trust and member self-disclosure: An empirical study	8
Self-disclosure in online social networks: The needs-affordances-features perspective	8
Exploring the impacts of a recommendation system on an e-platform based on consumers’ online behavioral data	7
A temporal graph framework for intelligence extraction in social media networks	7
Impact of AI-generated content restriction policy on user contribution: Evidence from an online knowledge-sharing platform	7
Digitalization and financial performance: A supply chain perspective	7
The SmartSI Compass: A method for generating smart service innovation ideas	7
Eliciting pro-environmental behavior with immersive technology: The roles of awe, empathy with nature, and perceived consumer effectiveness	7
A real bargain: Understanding the impacts of short-term price discounts on physicians’ health service sales on online health platforms	7
Addressing bias in generative AI: Challenges and research opportunities in information management	7
Tell me what I want to hear: The effects of matching reviews on consumers’ decision making	7
Optimal revenue model for Q&A platforms: Paid or free viewership?	7
Determinants and consequences of routine and advanced use of business intelligence (BI) systems by management accountants	7
Do virtual goods entice more online donations? Perspectives of mental imagery and project appeal	7
Effects of temporal features and product image zooming in online time scarcity deals: A construal fit account	7
Collaborating with Bounty Hunters: How to Encourage White Hat Hackers’ Participation in Vulnerability Crowdsourcing Programs through Formal and Relational Governance	7
Does privacy breach affect firm performance? An analysis incorporating event-induced changes and event clustering	7
Examining the role of E-government in controlling corruption: A longitudinal study	7
Rating deviation and manipulated reviews on the Internet—A multi-method study	7
Complement or substitute? Investigating the interdependence effects among mobile social apps	6
Community health workers’ continuance of mobile health applications: An extended expectation confirmation model	6
How should companies deploy their digital supply chain platforms to gain competitive advantages? An asset orchestration perspective	6
How enterprise social media facilitate proactive socialization behavior and compensate for mentoring: The role of communication visibility	6
Empathy, CIO CEO relationship, and digital transformation	6
Leveraging blockchain technology to control contextualized business risks: Evidence from China	6
Examining the spillover effect of sustainable consumption on microloan repayment: A big data-based research	6
Blockchain applications: The impact of a firm’s choice of financial accounting system on nonprofessional investor judgment and decision-making	6
Mobile app portfolio management and developers’ performance: An empirical study of the apple app store	6
Editorial Board	6
The impact of blockchain technology on competing suppliers on an E-commerce platform	6
Advancing an LDA-GMM-CorEx topic model with prior domain knowledge in information systems research	6
Administrator-users contribute more to online communities	6
Understanding the nature of information interdependencies and developing control portfolios for modularized information systems development projects	6